Read original ↗
paperarXivTrust 82 · PrimaryPublished 2d agoLive · 1h ago

Intern-S2-Preview: Scientific Agentic Foundation Model

Scientific discovery increasingly requires AI systems that can reason over scientific evidence of heterogeneous modalities, interact with scientific tools and environments, and sustain progress across long task horizons. We present Intern-S2-Preview, a series of scientific agentic foundation models designed to support multimodal scientific understanding, reasoning, generation, and long-horizon tasks. The training pipeline begins with scientific multimodal pre-training over rendered scientific documents, interleaved image-text data, and diverse scientific corpora. Starting from the pretrained c

Lineage graph

Paper → model → repo connections mined from source citations (Tier-1 exact match).

Why these links exist

Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.

  • FuzzyOverlapping authors or contributors · 62%Kong/kong

    Shared author/contributor keys: kong

  • FuzzyOverlapping authors or contributors · 62%keras-team/keras

    Shared author/contributor keys: jin

  • FuzzyOverlapping authors or contributors · 62%ray-project/ray

    Shared author/contributor keys: wang

  • FuzzyOverlapping authors or contributors · 62%google-research/google-research

    Shared author/contributor keys: sun

  • FuzzyOverlapping authors or contributors · 62%langchain-ai/langchain

    Shared author/contributor keys: gan

  • LinkedLinked via arxiv author · 85%Lei Bai

    Intern-S2-Preview: Scientific Agentic Foundation Model

  • LinkedLinked via arxiv author · 85%Jiaqi Cao

    Intern-S2-Preview: Scientific Agentic Foundation Model

  • LinkedLinked via arxiv author · 85%Chiyu Chen

    Intern-S2-Preview: Scientific Agentic Foundation Model

Implements (incoming)

authored (incoming)

personLei BaipersonJiaqi CaopersonChiyu ChenpersonGuanzhou ChenpersonKai ChenpersonGuangran ChengpersonErfei CuipersonXuanlang DaipersonShengyuan DingpersonShangheng DupersonYanhui DuanpersonXinyue FanpersonYouqing FangpersonQuan GanpersonYuanyuan GaopersonJiaye GepersonLixin GupersonYuzhe GupersonQipeng GuopersonJunjun HepersonXin HongpersonShuming HupersonZhouqi HuapersonHaian HuangpersonJunhao HuangpersonZixian HuangpersonMinxi JinpersonLingkai KongpersonAlexander LampersonZehao LinpersonZonglin LipersonTianhao LiangpersonDahua LinpersonJunyao LinpersonTianyang LinpersonZhouhan LinpersonJiangning LiupersonYijin LiupersonKuikun LiupersonWenran LiupersonYifei LiupersonYuhong LiupersonZhoumianze LiupersonZiyan LiupersonZiyu LiupersonHaijun LvpersonHan LvpersonChengqi LyupersonMichele MarchettipersonNingsheng MapersonZerun MapersonHaoyang PengpersonRunyu PengpersonJifei ShanpersonZixin ShangpersonKou ShipersonShixiang ShipersonQisheng SupersonXuerui SupersonMingchao SunpersonXiao SunpersonYanan SunpersonRuoyu SunpersonHuanze TangpersonYinghao TangpersonWenhui TianpersonZhongbo TianpersonBingli WangpersonHaomin WangpersonJiarui WangpersonJingzhi WangpersonXiquan WangpersonYuyi WangpersonZhecan WangpersonZiyi WangpersonZun WangpersonRubin WeipersonLianyi WupersonWen WupersonYue WupersonYuhan WupersonZhenyu WupersonZijian WupersonShuhao XingpersonWenjun XuepersonXingle XupersonXuenan XupersonXiangchao YanpersonZiang YanpersonBowen YangpersonDanni YangpersonZhuolin YangpersonZhiqi YangpersonQian YaopersonHaochen YepersonPeng YepersonJinhui YinpersonJiashuo YupersonDingbo YuanpersonFei YuanpersonYuhang ZangpersonBo ZhangpersonChao ZhangpersonZhengchen ZhangpersonHongjie ZhangpersonJunming ZhangpersonWenlong ZhangpersonWenwei ZhangpersonYiming ZhangpersonZhuo ZhangpersonZiyang ZhangpersonHaiteng ZhaopersonPenghao ZhaopersonYibo ZhaopersonZhonghan ZhaopersonZhihang ZhongpersonBowen ZhoupersonPeiheng ZhoupersonXin ZhoupersonXinyu ZhoupersonYunhua ZhoupersonDongsheng ZhupersonYicheng Zou

Related across the graph

personLixin GupersonTianhao LiangpersonZhengchen ZhangpersonFei YuanpersonWenjun XuepersonXiquan WangpersonZijian WupersonMingchao SunpersonChiyu ChenpersonWenlong ZhangpersonYanhui DuanpersonDanni YangpersonShuming HupersonZixian HuangpersonYuanyuan GaopersonNingsheng MapersonPenghao ZhaopersonZehao LinpersonHuanze Tangreporay-project/raypersonYijin LiupersonJiangning LiupersonQuan GanpersonHaoyang PengpersonHaijun LvpersonWenwei ZhangpersonJifei Shanrepokeras-team/keraspersonTianyang LinpersonLingkai KongpersonHongjie ZhangpersonJinhui YinpersonXuenan XupersonJunhao HuangpersonWenhui TianpersonZhihang ZhongpersonZhiqi YangpersonYuhang ZangpersonZixin ShangpersonYinghao TangpersonZerun MapersonYuhong LiupersonZhongbo TianpersonZhuolin YangpersonShixiang ShipersonZonglin LipersonChengqi LyupersonRubin WeipersonBowen ZhoupersonHaomin WangpersonJiashuo YupersonXin HongpersonDahua LinpersonXiangchao YanpersonYibo ZhaopersonJiaqi CaopersonLianyi WupersonKou ShipersonZiang YanpersonQian YaopersonHan LvrepoHKUDS/LightRAGpersonYuyi WangpersonJiaye GepersonWenran LiupersonZun WangpersonGuangran ChengpersonYuhan WupersonYiming ZhangpersonXin ZhoupersonXingle XupersonBingli WangpersonHaiteng ZhaopersonShengyuan DingrepoKong/kongpersonDingbo YuanpersonKai ChenpersonYuzhe GupersonZiyan LiupersonJunjun HepersonPeiheng ZhoupersonShangheng DupersonYicheng ZoupersonZhoumianze LiupersonChao ZhangpersonBowen YangpersonZiyu LiupersonYanan SunpersonBo ZhangpersonZhouhan LinpersonKuikun LiupersonZiyang ZhangpersonXinyue FanpersonXuanlang DaipersonZiyi WangpersonYunhua Zhourepolangchain-ai/langchainpersonHaian HuangpersonLei BaipersonDongsheng ZhupersonZhouqi HuapersonJunyao LinpersonGuanzhou ChenpersonPeng YepersonMichele MarchettipersonJunming ZhangpersonZhonghan ZhaopersonYifei LiupersonXinyu ZhoupersonJingzhi WangpersonMinxi JinpersonHaochen YepersonQipeng GuopersonYue WupersonErfei CuipersonJiarui WangpersonShuhao XingpersonXuerui Surepogoogle-research/google-researchpersonZhecan WangpersonZhenyu WupersonWen WupersonQisheng SupersonYouqing FangpersonRuoyu SunpersonZhuo ZhangpersonXiao SunpersonRunyu PengpersonAlexander Lam

Topics